DEVELOPMENT... OpenML
Run
128585

Run 128585

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_OneR(2)_I10
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7253
Per class
Build CPU time
0.3897
Build memory
401334269.1958
F measure
0.9049
Per class
Kappa
0.0799
KB relative information score
-2067.772
Mean absolute error
0.0919
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8924
Per class
Predictive accuracy
0.9223
Prior entropy
0.3444
Recall
0.9223
Per class
Relative absolute error
0.7643
Root mean prior squared error
0.2452
Root mean squared error
0.2549
Root relative squared error
1.0398
SciMark benchmark
943.5504